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   "abstract": "Winter conditions, such as ice cover and snow accumulation, are changing rapidly at northern latitudes and can have important implications for lake processes. For example, snowmelt in the watershed\u2014a defining feature of lake hydrology because it delivers a large portion of annual nutrient inputs\u2014is becoming earlier. Consequently, earlier and a shorter duration of snowmelt are expected to affect annual phytoplankton biomass. To test this hypothesis, we developed an index of runoff timing based on the date when 50% of cumulative runoff between January 1 and May 31\u00a0had occurred. The runoff index was computed using stream discharge for inflows, outflows, or for flows from nearby streams for 41\u00a0lakes in Europe and North America. The runoff index was then compared with summer chlorophyll-a\u00a0(Chl-a) concentration (a proxy for phytoplankton biomass) across 5\u201353\u00a0years for each lake. Earlier runoff generally corresponded to lower summer Chl-a. Furthermore, years with earlier runoff also had lower winter/spring runoff magnitude, more protracted runoff, and earlier ice-out. We examined several lake characteristics that may regulate the strength of the relationship between runoff timing and summer Chl-a\u00a0concentrations; however, our tested covariates had little effect on the relationship. Date of ice-out was not clearly related to summer Chl-a\u00a0concentrations. Our results indicate that ongoing changes in winter conditions may have important consequences for summer phytoplankton biomass and production.",
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}

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